LLM Techniques
May 17, 2024
Training Localized Multilingual LLMs with NVIDIA NeMo, Part 1
In today's globalized world, the ability of AI systems to understand and communicate in diverse languages is increasingly crucial. Large language models (LLMs)...
14 MIN READ
May 13, 2024
Customizing Neural Machine Translation Models with NVIDIA NeMo, Part 2
In the first post, we walked through the prerequisites for a neural machine translation example from English to Chinese, running the pretrained model with NeMo,...
11 MIN READ
May 13, 2024
Customizing Neural Machine Translation Models with NVIDIA NeMo, Part 1
Neural machine translation (NMT) is an automatic task of translating a sequence of words from one language to another. In recent years, the development of...
8 MIN READ
Feb 23, 2024
Evaluating Retriever for Enterprise-Grade RAG
The conversation about designing and evaluating Retrieval-Augmented Generation (RAG) systems is a long, multi-faceted discussion. Even when we look at retrieval...
14 MIN READ
Feb 20, 2024
Build an LLM-Powered Data Agent for Data Analysis
An AI agent is a system consisting of planning capabilities, memory, and tools to perform tasks requested by a user. For complex tasks such as data analytics or...
11 MIN READ
Feb 06, 2024
Generative AI Research Spotlight: Personalizing Text-to-Image Models
Visual generative AI is the process of creating images from text prompts. The technology is based on vision-language foundation models that are pretrained on...
11 MIN READ
Feb 01, 2024
Deploy an AI Coding Assistant with NVIDIA TensorRT-LLM and NVIDIA Triton
Large language models (LLMs) have revolutionized the field of AI, creating entirely new ways of interacting with the digital world. While they provide a good...
12 MIN READ
Jan 31, 2024
New Self-Paced Course: Synthetic Tabular Data Generation Using Transformers
Synthetic data generation is a data augmentation technique necessary for increasing the robustness of models by supplying training data. Explore the use of...
1 MIN READ
Nov 17, 2023
Mastering LLM Techniques: Inference Optimization
Stacking transformer layers to create large models results in better accuracies, few-shot learning capabilities, and even near-human emergent abilities on a...
25 MIN READ
Nov 16, 2023
Mastering LLM Techniques: TrainingÂ
Large language models (LLMs) are a class of generative AI models built using transformer networks that can recognize, summarize, translate, predict, and...
15 MIN READ
Nov 15, 2023
Mastering LLM Techniques: LLMOps
Businesses rely more than ever on data and AI to innovate, offer value to customers, and stay competitive. The adoption of machine learning (ML), created a need...
14 MIN READ
Aug 10, 2023
Mastering LLM Techniques: Customization
Large language models (LLMs) are becoming an integral tool for businesses to improve their operations, customer interactions, and decision-making processes....
12 MIN READ